The Weisfeiler-Lehman Method and Graph Isomorphism Testing
About
Properties of the `$k$-equivalent' graph families constructed in Cai, F\"{u}rer and Immerman, and Evdokimov and Ponomarenko are analysed relative the the recursive $k$-dim WL method. An extension to the recursive $k$-dim WL method is presented that is shown to efficiently characterise all such types of `counterexample' graphs, under certain assumptions. These assumptions are shown to hold in all known cases.
B. L. Douglas• 2011
Related benchmarks
| Task | Dataset | Result | Rank | |
|---|---|---|---|---|
| Graph Classification | MUTAG (10-fold cross-validation) | Accuracy90.4 | 206 | |
| Graph Classification | PTC (10-fold cross-validation) | Accuracy59.9 | 115 |
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